医学 AI - arXivDaily 专题

2310.06420 2023-10-11 cs.CV 70%

AnoDODE: Anomaly Detection with Diffusion ODE

Xianyao Hu, Congming Jin

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.CV

Comments 11 pages, 5 figures

2303.10042 2023-09-13 cs.CV 70%

ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty

Vanessa Wirth, Anna-Maria Liphardt, Birte Coppers, Johanna Bräunig, Simon Heinrich, Sigrid Leyendecker, Arnd Kleyer, Georg Schett, Martin Vossiek, Bernhard Egger, Marc Stamminger

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

Comments Accepted at ICCVW (CVAMD) 2023

2308.14087 2023-08-29 cs.CV 70%

A comprehensive review on Plant Leaf Disease detection using Deep learning

Sumaya Mustofa, Md Mehedi Hasan Munna, Yousuf Rayhan Emon, Golam Rabbany, Md Taimur Ahad

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV

2308.01319 2023-08-04 cs.LG cs.AI 70%

Recent advancement in Disease Diagnostic using machine learning: Systematic survey of decades, comparisons, and challenges

Farzaneh Tajidini, Mohammad-Javad Kheiri

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.LG

2307.14901 2023-07-28 cs.CV cs.AI 70%

Text-guided Foundation Model Adaptation for Pathological Image Classification

Yunkun Zhang, Jin Gao, Mu Zhou, Xiaosong Wang, Yu Qiao, Shaoting Zhang, Dequan Wang

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

Comments Accepted to MICCAI2023

2304.13618 2023-04-27 cs.CV 70%

Non-rigid Point Cloud Registration for Middle Ear Diagnostics with Endoscopic Optical Coherence Tomography

Peng Liu, Jonas Golde, Joseph Morgenstern, Sebastian Bodenstedt, Chenpan Li, Yujia Hu, Zhaoyu Chen, Edmund Koch, Marcus Neudert, Stefanie Speidel

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV

2212.11272 2022-12-22 physics.optics eess.IV 70%

Large FOV short-wave infrared meta-lens for scanning fiber endoscopy

Ningzhi Xie, Matthew D. Carson, Johannes E. Fröch, Arka Majumdar, Eric Seibel, Karl F. Böhringer

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 eess.IV

Comments 9 pages, 5 figures

2208.10698 2022-11-14 cs.CV 70%

Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning

Xin Wei, Huaiwei Cong, Zheng Zhang, Junran Peng, Guoping Chen, Jinpeng Li

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV

Comments Accepted by BIBM2022 as short paper

2205.00122 2022-10-19 cs.CV cs.AI 70%

Unsupervised Contrastive Learning based Transformer for Lung Nodule Detection

Chuang Niu, Ge Wang

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV

2208.04683 2022-08-12 cs.CY cs.AI cs.LG stat.AP 70%

Applying data technologies to combat AMR: current status, challenges, and opportunities on the way forward

Leonid Chindelevitch, Elita Jauneikaite, Nicole E. Wheeler, Kasim Allel, Bede Yaw Ansiri-Asafoakaa, Wireko A. Awuah, Denis C. Bauer, Stephan Beisken, Kara Fan, Gary Grant, Michael Graz, Yara Khalaf, Veranja Liyanapathirana, Carlos Montefusco-Pereira, Lawrence Mugisha, Atharv Naik, Sylvia Nanono, Anthony Nguyen, Timothy Rawson, Kessendri Reddy, Juliana M. Ruzante, Anneke Schmider, Roman Stocker, Leonhardt Unruh, Daniel Waruingi, Heather Graz, Maarten van Dongen

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.LG

Comments 65 pages, 3 figures

2208.04945 2022-08-11 eess.IV 70%

Multiscale Autoencoder with Structural-Functional Attention Network for Alzheimer's Disease Prediction

Yongcheng Zong, Changhong Jing, Qiankun Zuo

专题命中诊断辅助：MRI(abstract)；diagnosis(abstract)；分类 eess.IV

2208.03128 2022-08-08 eess.SP cs.SD eess.AS 70%

Time-Frequency Distributions of Heart Sound Signals: A Comparative Study using Convolutional Neural Networks

Xinqi Bao, Yujia Xu, Hak-Keung Lam, Mohamed Trabelsi, Ines Chihi, Lilia Sidhom, Ernest N. Kamavuako

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 eess.SP

2207.07919 2022-07-19 cs.CV 70%

Explainable vision transformer enabled convolutional neural network for plant disease identification: PlantXViT

Poornima Singh Thakur, Pritee Khanna, Tanuja Sheorey, Aparajita Ojha

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV

Comments 21 pages, 11 figures, 7 tables

2109.12065 2022-06-29 cs.CV cs.AI 70%

DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning

Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen T. C. Wong

专题命中诊断辅助：MRI(abstract)；CT(abstract)；分类 cs.CV

2206.04479 2022-06-10 cs.CV 70%

BSM loss: A superior way in modeling aleatory uncertainty of fine_grained classification

Shuang Ge, Kehong Yuan, Maokun Han, Desheng Sun, Huabin Zhang, Qiongyu Ye

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.CV

2111.09014 2021-11-18 cs.SD cs.LG eess.AS 70%

Subject Enveloped Deep Sample Fuzzy Ensemble Learning Algorithm of Parkinson's Speech Data

Yiwen Wang, Fan Li, Xiaoheng Zhang, Pin Wang, Yongming Li

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.LG

Comments 18 pages, 4 figures

2105.07402 2021-11-09 cs.CV 70%

Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: from convolutional neural networks to visual transformers

Wanli Liu, Chen Li, Md Mamunur Rahamana, Tao Jiang, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.CV

1805.12323 2021-11-02 cs.CV 70%

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation

Jimmy Wu, Bolei Zhou, Diondra Peck, Scott Hsieh, Vandana Dialani, Lester Mackey, Genevieve Patterson

专题命中诊断辅助：diagnosis(abstract)；radiology(abstract)；分类 cs.CV

Comments Harvard Data Science Review (HDSR), 2021. Code available at https://github.com/jimmyyhwu/ddsm-visual-primitives

2110.13677 2021-10-27 cs.CV cs.AI 70%

A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data

Jialun Wu, Zeyu Gao, Haichuan Zhang, Ruonan Zhang, Tieliang Gong, Chunbao Wang, Chen Li

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV

Comments BIBM 2021 accepted, including 9 pages, 3 figures

2107.04856 2021-07-13 eess.SP 70%

Graphene-based Distributed 3D Sensing Electrodes for Mapping Spatiotemporal Auricular Physiological Signals

Q. Huang, C. Wu, S. Hou, H. Sun, K. Yao, J. Law, M. Yang, A. L. R. Vellaisamy, X. Yu, H. Y. Chan, L. Lao, Y. Sun, W. J. Li

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 eess.SP

Comments 23 pages, 6 figures

2105.00728 2021-05-04 cs.CV stat.ML 70%

Spectral Machine Learning for Pancreatic Mass Imaging Classification

Yiming Liu, Ying Chen, Guangming Pan, Weichung Wang, Wei-Chih Liao, Yee Liang Thian, Cheng E. Chee, Constantinos P. Anastassiades

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV

Comments 17 pages, 3 figures

2012.09132 2020-12-25 eess.IV 70%

Ensemble-CVDNet: A Deep Learning based End-to-End Classification Framework for COVID-19 Detection using Ensembles of Networks

Coşku Öksüz, Oğuzhan Urhan, Mehmet Kemal Güllü

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 eess.IV

2003.05658 2020-10-13 physics.med-ph eess.SP physics.app-ph 70%

Frequency-Dependent Attenuation Reconstruction with an Acoustic Reflector

Richard Rau, Ozan Unal, Dieter Schweizer, Valery Vishnevskiy, Orcun Goksel

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 eess.SP

2005.10050 2020-06-18 cs.LG cs.AI stat.ML 70%

Risk of Training Diagnostic Algorithms on Data with Demographic Bias

Samaneh Abbasi-Sureshjani, Ralf Raumanns, Britt E. J. Michels, Gerard Schouten, Veronika Cheplygina

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.LG

2003.04760 2020-03-11 eess.IV 70%

A novel semi-supervised multi-view clustering framework for screening Parkinson's disease

Xiaobo Zhang, Donghai Zhai, Yan Yang, Yiling Zhang, Chunlin Wang

专题命中诊断辅助：MRI(abstract)；diagnosis(abstract)；分类 eess.IV

Comments 17 pages, 8 figures, article

2002.08901 2020-02-21 cs.CL cs.LG 70%

Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR

Rebecca Bendayan, Honghan Wu, Zeljko Kraljevic, Robert Stewart, Tom Searle, Jaya Chaturvedi, Jayati Das-Munshi, Zina Ibrahim, Aurelie Mascio, Angus Roberts, Daniel Bean, Richard Dobson

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.LG

Comments 4 pages, 2 tables

1905.03554 2019-05-10 eess.SP cs.AI 70%

1D Convolutional Neural Networks and Applications: A Survey

Serkan Kiranyaz, Onur Avci, Osama Abdeljaber, Turker Ince, Moncef Gabbouj, Daniel J. Inman

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 eess.SP

Comments 20 pages, 17 figures, MSSP (Elsevier) submission

1812.09693 2019-03-25 cs.CV cs.IR 70%

Image Processing on IOPA Radiographs: A comprehensive case study on Apical Periodontitis

Diganta Misra, Vanshika Arora

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.CV

Comments 15 pages, 42 figures and Submitted at ICIAP 2019: 21st International Conference on Image Analysis and Processing

1812.04912 2018-12-13 cs.LG stat.ML 70%

EasiCSDeep: A deep learning model for Cervical Spondylosis Identification using surface electromyography signal

Nana Wang, Li Cui, Xi Huang, Yingcong Xiang, Jing Xiao

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.LG

1810.08503 2018-10-22 cs.CV 70%

Hybrid deep neural networks for all-cause Mortality Prediction from LDCT Images

Pingkun Yan, Hengtao Guo, Ge Wang, Ruben De Man, Mannudeep K. Kalra

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV

Comments IEEE conference format

1. 诊断辅助 8234 篇

AnoDODE: Anomaly Detection with Diffusion ODE

ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty

A comprehensive review on Plant Leaf Disease detection using Deep learning

Recent advancement in Disease Diagnostic using machine learning: Systematic survey of decades, comparisons, and challenges

Text-guided Foundation Model Adaptation for Pathological Image Classification

Non-rigid Point Cloud Registration for Middle Ear Diagnostics with Endoscopic Optical Coherence Tomography

Large FOV short-wave infrared meta-lens for scanning fiber endoscopy

Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning

Unsupervised Contrastive Learning based Transformer for Lung Nodule Detection

Applying data technologies to combat AMR: current status, challenges, and opportunities on the way forward

Multiscale Autoencoder with Structural-Functional Attention Network for Alzheimer's Disease Prediction

Time-Frequency Distributions of Heart Sound Signals: A Comparative Study using Convolutional Neural Networks

Explainable vision transformer enabled convolutional neural network for plant disease identification: PlantXViT

DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning

BSM loss: A superior way in modeling aleatory uncertainty of fine_grained classification

Subject Enveloped Deep Sample Fuzzy Ensemble Learning Algorithm of Parkinson's Speech Data

Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: from convolutional neural networks to visual transformers

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation

A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data

Graphene-based Distributed 3D Sensing Electrodes for Mapping Spatiotemporal Auricular Physiological Signals

Spectral Machine Learning for Pancreatic Mass Imaging Classification

Ensemble-CVDNet: A Deep Learning based End-to-End Classification Framework for COVID-19 Detection using Ensembles of Networks

Frequency-Dependent Attenuation Reconstruction with an Acoustic Reflector

Risk of Training Diagnostic Algorithms on Data with Demographic Bias

A novel semi-supervised multi-view clustering framework for screening Parkinson's disease

Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR

1D Convolutional Neural Networks and Applications: A Survey

Image Processing on IOPA Radiographs: A comprehensive case study on Apical Periodontitis

EasiCSDeep: A deep learning model for Cervical Spondylosis Identification using surface electromyography signal

Hybrid deep neural networks for all-cause Mortality Prediction from LDCT Images